Xcel Energy
Data Scientist- Load Forecasting
Xcel Energy, Denver, Colorado, United States, 80285
Are you looking for an exciting job where you can put your skills and talents to work at a company you can feel proud to be a part of? Do you want a workplace that will challenge you and offer you opportunities to learn and grow? A position at Xcel Energy could be just what you’re looking for.Position Summary
Responsible for leading development of granular load forecasting models based on advanced metering data, as well as discovering insights through the use of statistical, algorithmic, mining and visualization techniques. Communicates results clearly and concisely to provide insight to multiple audiences; provides strategic direction to senior management. Coordinates between load forecasting team and centralized data science team.Essential Responsibilities
Data Wrangling/Exploration/Management: Worked to integrate load forecasting process into DataBricks platform. Follow consistent practices to ensure data integrity and deal with imperfections in data. Champion the acquisition of new data sources to enhance value and fill gaps; automate collection processes; effectively process structured and semi-structured/unstructured data; proficiently integrate varied datasets; collaborate with business stakeholders as needed to ensure solid data understanding and proper data transformation; work cross-functionally with development and engineering teams; analyze large amounts of information to discover trends and patterns; draw conclusions and gain actionable insights.Machine Learning: Build predictive models; propose solutions and strategies for business problems; apply the appropriate machine learning algorithm to data problems (e.g. supervised vs. unsupervised machine learning, clustering, ensemble methods, etc.); validate model results. Work closely with architecture and engineering team to deploy models; communicate results in a clear and non-technical manner.Communication & Relationship Building: Interact with senior management and effectively communicate technical information to numerous audiences (e.g. senior management, client community, peers and junior associates); effectively develop relationships with individuals inside and outside of IT; deliver difficult messages and express disagreement with others with confidence and self-control; address challenges to analytic processes and influence others to change their approach and work collectively to implement new tools/techniques; gain support from related stakeholders for analytic solutions and champion data driven business decisions.Statistics: Apply appropriate statistical techniques to data exploration and model development/assessment; communicate complex statistical concepts to non-technical audiences; maintain skills through continuing education.Data Visualization: Create meaningful data visualizations to communicate results and highlight business impact; utilize various techniques and delivery methods of visualization that are audience appropriate.Programming: Effectively collaborate with others to deliver efficient and high quality code; implement solid validation process to ensure consistency and minimize errors; champion more efficient ways to produce code iteratively; maintain skills through continuing education; stay up to date on new technologies/ tools; seamlessly transition between languages to apply the right approach to the problem.Minimum Requirements
Bachelor's degree in IT or math related field and 7 years of experience in analytics OR Master's degree in IT or math related field and 5 years of experience in an analyticsProblem solving skills, business acumen, and demonstrated excellent oral and written communication skillsExpert SQL, Python skillsDistributed Computing experienceExcellent data visualization skillsKnowledge of data architecture and structureExperience with machine learning, statistical modeling, predictive modeling are imperative; text mining and topic modeling are plusExperience with Neural Networks and corresponding technologiesPreferred
Experience with DataBricks or other cloud-based data platformsAs a leading combination electricity and natural gas energy company, Xcel Energy offers a comprehensive portfolio of energy-related products and services to 3.4 million electricity and 1.9 million natural gas customers across eight Western and Midwestern states. At Xcel Energy, we strive to be the preferred and trusted provider of the energy our customers need. If you’re ready to be a part of something big, we invite you to join our team.All qualified applicants will receive consideration for employment without regard to age, race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.Individuals with a disability who need an accommodation to apply please contact us at recruiting@xcelenergy.com.The anticipated starting base pay for this position is: $105,600.00 to $150,000.00 per year.This position is eligible for the following benefits: Annual Incentive Program, Medical/Pharmacy Plan, Dental, Vision, Life Insurance, Dependent Care Reimbursement Account, Health Care Reimbursement Account, Health Savings Account (HSA) (if enrolled in eligible health plan), Limited-Purpose FSA (if enrolled in eligible health plan and HSA), Transportation Reimbursement Account, Short-term disability (STD), Long-term disability (LTD), Employee Assistance Program (EAP), Fitness Center Reimbursement (if enrolled in eligible health plan), Tuition reimbursement, Transit programs, Employee recognition program, Pension, 401(k) plan, Paid time off (PTO), Holidays, Volunteer Paid Time Off (VPTO), Parental Leave.Benefit plans are subject to change and Xcel Energy has the right to end, suspend, or amend any of its plans, at any time, in whole or in part.Deadline to Apply: 08/13/24.EEO is the Law | EEO is the Law Supplement | Pay Transparency Nondiscrimination | Equal Opportunity Policy (PDF) | Employee Rights (PDF)ACCESSIBILITY STATEMENT
Xcel Energy endeavors to make https://www.xcelenergy.com/ accessible to any and all users. If you would like to contact us regarding the accessibility of our website or need assistance completing the application process, please contact Xcel Energy Talent Acquisition at recruiting@xcelenergy.com. This contact information is for accommodation requests only and cannot be used to inquire about the status of applications.
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Responsible for leading development of granular load forecasting models based on advanced metering data, as well as discovering insights through the use of statistical, algorithmic, mining and visualization techniques. Communicates results clearly and concisely to provide insight to multiple audiences; provides strategic direction to senior management. Coordinates between load forecasting team and centralized data science team.Essential Responsibilities
Data Wrangling/Exploration/Management: Worked to integrate load forecasting process into DataBricks platform. Follow consistent practices to ensure data integrity and deal with imperfections in data. Champion the acquisition of new data sources to enhance value and fill gaps; automate collection processes; effectively process structured and semi-structured/unstructured data; proficiently integrate varied datasets; collaborate with business stakeholders as needed to ensure solid data understanding and proper data transformation; work cross-functionally with development and engineering teams; analyze large amounts of information to discover trends and patterns; draw conclusions and gain actionable insights.Machine Learning: Build predictive models; propose solutions and strategies for business problems; apply the appropriate machine learning algorithm to data problems (e.g. supervised vs. unsupervised machine learning, clustering, ensemble methods, etc.); validate model results. Work closely with architecture and engineering team to deploy models; communicate results in a clear and non-technical manner.Communication & Relationship Building: Interact with senior management and effectively communicate technical information to numerous audiences (e.g. senior management, client community, peers and junior associates); effectively develop relationships with individuals inside and outside of IT; deliver difficult messages and express disagreement with others with confidence and self-control; address challenges to analytic processes and influence others to change their approach and work collectively to implement new tools/techniques; gain support from related stakeholders for analytic solutions and champion data driven business decisions.Statistics: Apply appropriate statistical techniques to data exploration and model development/assessment; communicate complex statistical concepts to non-technical audiences; maintain skills through continuing education.Data Visualization: Create meaningful data visualizations to communicate results and highlight business impact; utilize various techniques and delivery methods of visualization that are audience appropriate.Programming: Effectively collaborate with others to deliver efficient and high quality code; implement solid validation process to ensure consistency and minimize errors; champion more efficient ways to produce code iteratively; maintain skills through continuing education; stay up to date on new technologies/ tools; seamlessly transition between languages to apply the right approach to the problem.Minimum Requirements
Bachelor's degree in IT or math related field and 7 years of experience in analytics OR Master's degree in IT or math related field and 5 years of experience in an analyticsProblem solving skills, business acumen, and demonstrated excellent oral and written communication skillsExpert SQL, Python skillsDistributed Computing experienceExcellent data visualization skillsKnowledge of data architecture and structureExperience with machine learning, statistical modeling, predictive modeling are imperative; text mining and topic modeling are plusExperience with Neural Networks and corresponding technologiesPreferred
Experience with DataBricks or other cloud-based data platformsAs a leading combination electricity and natural gas energy company, Xcel Energy offers a comprehensive portfolio of energy-related products and services to 3.4 million electricity and 1.9 million natural gas customers across eight Western and Midwestern states. At Xcel Energy, we strive to be the preferred and trusted provider of the energy our customers need. If you’re ready to be a part of something big, we invite you to join our team.All qualified applicants will receive consideration for employment without regard to age, race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.Individuals with a disability who need an accommodation to apply please contact us at recruiting@xcelenergy.com.The anticipated starting base pay for this position is: $105,600.00 to $150,000.00 per year.This position is eligible for the following benefits: Annual Incentive Program, Medical/Pharmacy Plan, Dental, Vision, Life Insurance, Dependent Care Reimbursement Account, Health Care Reimbursement Account, Health Savings Account (HSA) (if enrolled in eligible health plan), Limited-Purpose FSA (if enrolled in eligible health plan and HSA), Transportation Reimbursement Account, Short-term disability (STD), Long-term disability (LTD), Employee Assistance Program (EAP), Fitness Center Reimbursement (if enrolled in eligible health plan), Tuition reimbursement, Transit programs, Employee recognition program, Pension, 401(k) plan, Paid time off (PTO), Holidays, Volunteer Paid Time Off (VPTO), Parental Leave.Benefit plans are subject to change and Xcel Energy has the right to end, suspend, or amend any of its plans, at any time, in whole or in part.Deadline to Apply: 08/13/24.EEO is the Law | EEO is the Law Supplement | Pay Transparency Nondiscrimination | Equal Opportunity Policy (PDF) | Employee Rights (PDF)ACCESSIBILITY STATEMENT
Xcel Energy endeavors to make https://www.xcelenergy.com/ accessible to any and all users. If you would like to contact us regarding the accessibility of our website or need assistance completing the application process, please contact Xcel Energy Talent Acquisition at recruiting@xcelenergy.com. This contact information is for accommodation requests only and cannot be used to inquire about the status of applications.
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